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Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2015, Issue 2, Pages 79–91 (Mi itvs192)  

MATHEMATICAL MODELING

Analysis of data mining methods for classification of multidimensional medico-biological objects

G. M. Popova, V. N. Stepanov

V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences, Moscow
Abstract: The paper presents the analysis and comparison of different methods for classification of multidimensional biomedical objects, applied in the field of "data mining": decision trees, support vector machines and hybrid neural networks. The effectiveness of these methods was checked by the example images of sputum cell structures on cytology preparations.
Keywords: Data mining, support vector machine, classification and regression trees, neuro-fuzzy networks, classification of multidimensional objects, cytological preparations.
Document Type: Article
Language: Russian
Citation: G. M. Popova, V. N. Stepanov, “Analysis of data mining methods for classification of multidimensional medico-biological objects”, Informatsionnye Tekhnologii i Vychslitel'nye Sistemy, 2015, no. 2, 79–91
Citation in format AMSBIB
\Bibitem{PopSte15}
\by G.~M.~Popova, V.~N.~Stepanov
\paper Analysis of data mining methods for classification of multidimensional medico-biological objects
\jour Informatsionnye Tekhnologii i Vychslitel'nye Sistemy
\yr 2015
\issue 2
\pages 79--91
\mathnet{http://mi.mathnet.ru/itvs192}
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